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Publications

Submitted/pipelined journal papers

  1. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Partially asynchronous distributed unmixing of hyperspectral images", submitted, October 2017.
    Preprint available on ArXiv: pdf.

International journal papers

  1. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "A hierarchical Bayesian model accounting for endmember variability and abrupt spectral changes to unmix multitemporal hyperspectral images", IEEE Trans. Computational Imaging, to appear, Nov. 2017.
    [supplementary material].
    Associated technical report: pdf.
    ArXiv link: pdf.

  2. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Online unmixing of multitemporal hyperspectral images accounting for spectral variability", IEEE Trans. Image Processing, vol. 25, no. 9, pp. 3979-3990, Sept. 2016.
    Associated technical report: pdf.
    ArXiv link: pdf.
    MATLAB codes: data.

  3. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Hyperspectral unmixing with spectral variability using a perturbed linear mixing model", IEEE Trans. Signal Processing, vol. 64, no. 2, pp. 525-538, Jan. 2016.
    ArXiv link: pdf.
    MATLAB codes: data.

International conference papers

  1. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations," European Signal Processing Conf. (EUSIPCO), Kos, Greece, Aug. 2017, pp. 2442-2446.

  2. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Unmixing multitemporal hyperspectral images with variability: an online algorithm", in Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), Shangai, China, March 2016, pp. 3351-3355.
    Poster: pdf.

  3. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "A perturbed linear mixing model accounting for spectral variability," European Signal Processing Conf. (EUSIPCO), Nice, France, Sept. 2015, pp. 819-823.
    Poster: pdf.

National conference papers

  1. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Une approche distribuée asynchrone pour la factorisation en matrices non-négatives -- Application au démélange hyperspectral," in Actes du XXVIième Colloque GRETSI, Sept. 2017.
    Julia codes: data.

  2. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Estimation de variabilité pour le démélange non-supervisé d'images hyperspectrales," in Actes du XXVième Colloque GRETSI, Sept. 2015.

Technical reports

  1. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "A hierarchical Bayesian model accounting for endmember variability and abrupt spectral changes to unmix multitemporal hyperspectral images - Complementary results and supporting material", Technical Report, University of Toulouse, IRIT/INP-ENSEEIHT, May 2017.

  2. P.-A. Thouvenin, N. Dobigeon and J.-Y. Tourneret, "Online unmixing of multitemporal hyperspectral images accounting for spectral variability - Complementary results", Technical Report, University of Toulouse, IRIT/INP-ENSEEIHT, Oct. 2015.